Profile Report Hashrate raven

Dataset statistics

Number of variables	13
Number of observations	966
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	98.2 KiB
Average record size in memory	104.1 B

Variable types

Numeric	12
DateTime	1

Alerts

`df_index` is highly correlated with `relative_hour`	High correlation
`memory_usage` is highly correlated with `gpu_memory_usage` and 3 other fields	High correlation
`cpu_temp` is highly correlated with `gpu_temp`	High correlation
`gpu_memory_usage` is highly correlated with `memory_usage` and 3 other fields	High correlation
`gpu_load` is highly correlated with `memory_usage` and 3 other fields	High correlation
`gpu_temp` is highly correlated with `memory_usage` and 4 other fields	High correlation
`reported_hashrate` is highly correlated with `memory_usage` and 3 other fields	High correlation
`relative_hour` is highly correlated with `df_index`	High correlation
`df_index` is uniformly distributed	Uniform
`df_index` has unique values	Unique
`gpu_load` has 311 (32.2%) zeros	Zeros
`reported_hashrate` has 311 (32.2%) zeros	Zeros

Reproduction

Analysis started	2021-12-01 03:32:20.945050
Analysis finished	2021-12-01 03:32:40.526127
Duration	19.58 seconds
Software version	pandas-profiling v3.1.0
Download configuration	config.json

df_index
Real number (ℝ_≥0)

HIGH CORRELATION
UNIFORM
UNIQUE

Distinct	966
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	716.5

Minimum	234
Maximum	1199
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.7 KiB

Quantile statistics

Minimum	234
5-th percentile	282.25
Q1	475.25
median	716.5
Q3	957.75
95-th percentile	1150.75
Maximum	1199
Range	965
Interquartile range (IQR)	482.5

Descriptive statistics

Standard deviation	279.0044803
Coefficient of variation (CV)	0.389399135
Kurtosis	-1.2
Mean	716.5
Median Absolute Deviation (MAD)	241.5
Skewness	0
Sum	692139
Variance	77843.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
234	1	0.1%
838	1	0.1%
870	1	0.1%
871	1	0.1%
872	1	0.1%
873	1	0.1%
874	1	0.1%
875	1	0.1%
876	1	0.1%
877	1	0.1%
Other values (956)	956	99.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
234	1	0.1%
235	1	0.1%
236	1	0.1%
237	1	0.1%
238	1	0.1%

Value	Count	Frequency (%)
1199	1	0.1%
1198	1	0.1%
1197	1	0.1%
1196	1	0.1%
1195	1	0.1%

ts
Date

Distinct	866
Distinct (%)	89.6%
Missing	0
Missing (%)	0.0%
Memory size	7.7 KiB

Minimum	2021-11-10 09:10:41-05:00
Maximum	2021-11-10 11:40:04-05:00

Histogram

Histogram with fixed size bins (bins=50)

cpu_load
Real number (ℝ_≥0)

Distinct	11
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2085921325

Minimum	0.1
Maximum	1.4
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.7 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.1
Q1	0.1
median	0.2
Q3	0.2
95-th percentile	0.6
Maximum	1.4
Range	1.3
Interquartile range (IQR)	0.1

Descriptive statistics

Standard deviation	0.1398692406
Coefficient of variation (CV)	0.6705393865
Kurtosis	10.64219759
Mean	0.2085921325
Median Absolute Deviation (MAD)	0.1
Skewness	2.681422072
Sum	201.5
Variance	0.01956340446
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0.2	421	43.6%
0.1	348	36.0%
0.3	117	12.1%
0.6	34	3.5%
0.4	14	1.4%
0.5	14	1.4%
0.7	11	1.1%
0.8	3	0.3%
1	2	0.2%
0.9	1	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.1	348	36.0%
0.2	421	43.6%
0.3	117	12.1%
0.4	14	1.4%
0.5	14	1.4%

Value	Count	Frequency (%)
1.4	1	0.1%
1	2	0.2%
0.9	1	0.1%
0.8	3	0.3%
0.7	11	1.1%

cpu_freq
Real number (ℝ_≥0)

Distinct	834
Distinct (%)	86.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	907.8632816

Minimum	806.39
Maximum	3593.58
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.7 KiB

Quantile statistics

Minimum	806.39
5-th percentile	816.09
Q1	833.9375
median	859.27
Q3	904.7175
95-th percentile	1097.96
Maximum	3593.58
Range	2787.19
Interquartile range (IQR)	70.78

Descriptive statistics

Standard deviation	223.2820195
Coefficient of variation (CV)	0.2459423396
Kurtosis	71.55024177
Mean	907.8632816
Median Absolute Deviation (MAD)	32.62
Skewness	7.698524868
Sum	876995.93
Variance	49854.86024
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
848.1	4	0.4%
826.05	4	0.4%
845.88	4	0.4%
883.68	3	0.3%
851.32	3	0.3%
830.32	3	0.3%
833.15	3	0.3%
819	3	0.3%
1097.96	3	0.3%
911.26	3	0.3%
Other values (824)	933	96.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
806.39	1	0.1%
806.57	2	0.2%
807.48	2	0.2%
807.55	1	0.1%
808.23	1	0.1%

Value	Count	Frequency (%)
3593.58	1	0.1%
3511.41	1	0.1%
3162.18	1	0.1%
2932.66	1	0.1%
2604.83	1	0.1%

memory_usage
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	734
Distinct (%)	76.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1398579925

Minimum	1260351488
Maximum	1467969536
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.7 KiB

Quantile statistics

Minimum	1260351488
5-th percentile	1261800448
Q1	1263621120
median	1460670464
Q3	1464834048
95-th percentile	1466445824
Maximum	1467969536
Range	207618048
Interquartile range (IQR)	201212928

Descriptive statistics

Standard deviation	93654378.03
Coefficient of variation (CV)	0.06696390843
Kurtosis	-1.420066876
Mean	1398579925
Median Absolute Deviation (MAD)	4802560
Skewness	-0.7617102468
Sum	1.351028208 × 10¹²
Variance	8.771142524 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1262985216	5	0.5%
1262366720	4	0.4%
1264021504	4	0.4%
1262112768	4	0.4%
1262137344	4	0.4%
1261490176	4	0.4%
1263652864	4	0.4%
1263435776	4	0.4%
1262399488	4	0.4%
1263140864	4	0.4%
Other values (724)	925	95.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1260351488	1	0.1%
1260417024	1	0.1%
1260576768	1	0.1%
1260580864	1	0.1%
1260642304	2	0.2%

Value	Count	Frequency (%)
1467969536	1	0.1%
1467936768	1	0.1%
1467772928	1	0.1%
1467568128	1	0.1%
1467527168	1	0.1%

cpu_temp
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	9
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	33.72877847

Minimum	29
Maximum	37
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.7 KiB

Quantile statistics

Minimum	29
5-th percentile	30
Q1	31
median	35
Q3	35
95-th percentile	36
Maximum	37
Range	8
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.253595851
Coefficient of variation (CV)	0.06681522287
Kurtosis	-0.7720224253
Mean	33.72877847
Median Absolute Deviation (MAD)	1
Skewness	-0.8186455505
Sum	32582
Variance	5.078694258
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
35	376	38.9%
36	156	16.1%
34	121	12.5%
30	119	12.3%
31	87	9.0%
29	40	4.1%
33	26	2.7%
32	22	2.3%
37	19	2.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
29	40	4.1%
30	119	12.3%
31	87	9.0%
32	22	2.3%
33	26	2.7%

Value	Count	Frequency (%)
37	19	2.0%
36	156	16.1%
35	376	38.9%
34	121	12.5%
33	26	2.7%

gpu_memory_usage
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2283186316

Minimum	9437184
Maximum	3362783232
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.7 KiB

Quantile statistics

Minimum	9437184
5-th percentile	9437184
Q1	9437184
median	3362783232
Q3	3362783232
95-th percentile	3362783232
Maximum	3362783232
Range	3353346048
Interquartile range (IQR)	3353346048

Descriptive statistics

Standard deviation	1567570195
Coefficient of variation (CV)	0.6865712989
Kurtosis	-1.420217133
Mean	2283186316
Median Absolute Deviation (MAD)	0
Skewness	-0.7633659495
Sum	2.205557981 × 10¹²
Variance	2.457276315 × 10¹⁸
Monotonicity	Decreasing

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
3362783232	655	67.8%
9437184	311	32.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
9437184	311	32.2%
3362783232	655	67.8%

Value	Count	Frequency (%)
3362783232	655	67.8%
9437184	311	32.2%

gpu_load
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	3
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	67.80331263

Minimum	0
Maximum	100
Zeros	311
Zeros (%)	32.2%
Negative	0
Negative (%)	0.0%
Memory size	7.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	100
Q3	100
95-th percentile	100
Maximum	100
Range	100
Interquartile range (IQR)	100

Descriptive statistics

Standard deviation	46.74504356
Coefficient of variation (CV)	0.6894212355
Kurtosis	-1.420217485
Mean	67.80331263
Median Absolute Deviation (MAD)	0
Skewness	-0.7633629292
Sum	65498
Variance	2185.099098
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
100	653	67.6%
0	311	32.2%
99	2	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	311	32.2%
99	2	0.2%
100	653	67.6%

Value	Count	Frequency (%)
100	653	67.6%
99	2	0.2%
0	311	32.2%

gpu_temp
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	34
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	63.13768116

Minimum	32
Maximum	78
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.7 KiB

Quantile statistics

Minimum	32
5-th percentile	32
Q1	34
median	76
Q3	77
95-th percentile	78
Maximum	78
Range	46
Interquartile range (IQR)	43

Descriptive statistics

Standard deviation	19.95945861
Coefficient of variation (CV)	0.3161259369
Kurtosis	-1.295335885
Mean	63.13768116
Median Absolute Deviation (MAD)	1
Skewness	-0.817234516
Sum	60991
Variance	398.379988
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
77	361	37.4%
76	222	23.0%
32	144	14.9%
33	84	8.7%
78	56	5.8%
34	20	2.1%
75	16	1.7%
35	9	0.9%
36	9	0.9%
37	5	0.5%
Other values (24)	40	4.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
32	144	14.9%
33	84	8.7%
34	20	2.1%
35	9	0.9%
36	9	0.9%

Value	Count	Frequency (%)
78	56	5.8%
77	361	37.4%
76	222	23.0%
75	16	1.7%
71	1	0.1%

hashrate
Real number (ℝ_≥0)

Distinct	11
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1005543.523

Minimum	119772.51
Maximum	1676815.12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.7 KiB

Quantile statistics

Minimum	119772.51
5-th percentile	119772.51
Q1	598862.54
median	958180.07
Q3	1557042.61
95-th percentile	1676815.12
Maximum	1676815.12
Range	1557042.61
Interquartile range (IQR)	958180.07

Descriptive statistics

Standard deviation	513635.7324
Coefficient of variation (CV)	0.5108040781
Kurtosis	-1.329616308
Mean	1005543.523
Median Absolute Deviation (MAD)	479090.04
Skewness	0.02612863759
Sum	971355043.6
Variance	2.638216656 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
1676815.12	228	23.6%
958180.07	114	11.8%
479090.03	112	11.6%
718635.05	98	10.1%
119772.51	60	6.2%
359317.53	60	6.2%
838407.56	60	6.2%
1437270.1	60	6.2%
1557042.61	60	6.2%
1077952.57	60	6.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
119772.51	60	6.2%
359317.53	60	6.2%
479090.03	112	11.6%
598862.54	54	5.6%
718635.05	98	10.1%

Value	Count	Frequency (%)
1676815.12	228	23.6%
1557042.61	60	6.2%
1437270.1	60	6.2%
1077952.57	60	6.2%
958180.07	114	11.8%

unpaid
Real number (ℝ_≥0)

Distinct	9
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	127975454.6

Minimum	127800788
Maximum	129278234
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.7 KiB

Quantile statistics

Minimum	127800788
5-th percentile	127800788
Q1	127800788
median	127800788
Q3	127891181
95-th percentile	128644815
Maximum	129278234
Range	1477446
Interquartile range (IQR)	90393

Descriptive statistics

Standard deviation	362543.2666
Coefficient of variation (CV)	0.002832912513
Kurtosis	4.791954462
Mean	127975454.6
Median Absolute Deviation (MAD)	0
Skewness	2.318439329
Sum	1.236242891 × 10¹¹
Variance	1.314376202 × 10¹¹
Monotonicity	Increasing

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
127800788	672	69.6%
128192340	62	6.4%
128644815	60	6.2%
128373307	48	5.0%
129278234	40	4.1%
127830933	30	3.1%
127891181	30	3.1%
127861058	12	1.2%
128041783	12	1.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
127800788	672	69.6%
127830933	30	3.1%
127861058	12	1.2%
127891181	30	3.1%
128041783	12	1.2%

Value	Count	Frequency (%)
129278234	40	4.1%
128644815	60	6.2%
128373307	48	5.0%
128192340	62	6.4%
128041783	12	1.2%

reported_hashrate
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	3
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	847541.4079

Minimum	0
Maximum	1250000
Zeros	311
Zeros (%)	32.2%
Negative	0
Negative (%)	0.0%
Memory size	7.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1250000
Q3	1250000
95-th percentile	1250000
Maximum	1250000
Range	1250000
Interquartile range (IQR)	1250000

Descriptive statistics

Standard deviation	584313.0446
Coefficient of variation (CV)	0.6894212355
Kurtosis	-1.420217485
Mean	847541.4079
Median Absolute Deviation (MAD)	0
Skewness	-0.7633629292
Sum	818725000
Variance	3.41421734 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
1250000	653	67.6%
0	311	32.2%
1237500	2	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	311	32.2%
1237500	2	0.2%
1250000	653	67.6%

Value	Count	Frequency (%)
1250000	653	67.6%
1237500	2	0.2%
0	311	32.2%

relative_hour
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	866
Distinct (%)	89.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0318438

Minimum	0.6725
Maximum	3.162222222
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.7 KiB

Quantile statistics

Minimum	0.6725
5-th percentile	0.811875
Q1	1.367361111
median	2.061527778
Q3	2.756180556
95-th percentile	3.093333333
Maximum	3.162222222
Range	2.489722222
Interquartile range (IQR)	1.388819444

Descriptive statistics

Standard deviation	0.7603161449
Coefficient of variation (CV)	0.3742000959
Kurtosis	-1.286576485
Mean	2.0318438
Median Absolute Deviation (MAD)	0.6951388889
Skewness	-0.1327714634
Sum	1962.761111
Variance	0.5780806402
Monotonicity	Increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.162222222	2	0.2%
2.981111111	2	0.2%
2.952222222	2	0.2%
2.955277778	2	0.2%
2.958055556	2	0.2%
2.960833333	2	0.2%
2.963888889	2	0.2%
2.966666667	2	0.2%
2.969444444	2	0.2%
2.9725	2	0.2%
Other values (856)	946	97.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.6725	1	0.1%
0.6755555556	1	0.1%
0.6783333333	1	0.1%
0.6811111111	1	0.1%
0.6841666667	1	0.1%

Value	Count	Frequency (%)
3.162222222	2	0.2%
3.159166667	2	0.2%
3.156388889	2	0.2%
3.153611111	2	0.2%
3.150833333	2	0.2%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	df_index	ts	cpu_load	cpu_freq	memory_usage	cpu_temp	gpu_memory_usage	gpu_load	gpu_temp	hashrate	unpaid	reported_hashrate	relative_hour
0	234	2021-11-10 09:10:41-05:00	0.4	885.92	1461538816	33.0	3.362783e+09	100.0	76.0	119772.51	127800788	1250000.0	0.672500
1	235	2021-11-10 09:10:52-05:00	0.2	852.95	1460908032	34.0	3.362783e+09	100.0	76.0	119772.51	127800788	1250000.0	0.675556
2	236	2021-11-10 09:11:02-05:00	0.2	1573.96	1460867072	34.0	3.362783e+09	100.0	76.0	119772.51	127800788	1250000.0	0.678333
3	237	2021-11-10 09:11:12-05:00	0.2	904.47	1459933184	34.0	3.362783e+09	100.0	76.0	119772.51	127800788	1250000.0	0.681111
4	238	2021-11-10 09:11:23-05:00	0.1	834.99	1459343360	34.0	3.362783e+09	100.0	76.0	119772.51	127800788	1250000.0	0.684167
5	239	2021-11-10 09:11:33-05:00	0.3	845.68	1459400704	35.0	3.362783e+09	100.0	76.0	119772.51	127800788	1250000.0	0.686944
6	240	2021-11-10 09:11:43-05:00	0.2	864.41	1460150272	33.0	3.362783e+09	100.0	76.0	119772.51	127800788	1250000.0	0.689722
7	241	2021-11-10 09:11:54-05:00	0.1	852.13	1461075968	34.0	3.362783e+09	100.0	76.0	119772.51	127800788	1250000.0	0.692778
8	242	2021-11-10 09:12:04-05:00	0.2	863.66	1461149696	34.0	3.362783e+09	100.0	76.0	119772.51	127800788	1250000.0	0.695556
9	243	2021-11-10 09:12:15-05:00	0.3	1098.32	1459875840	33.0	3.362783e+09	100.0	76.0	119772.51	127800788	1250000.0	0.698611

Last rows

	df_index	ts	cpu_load	cpu_freq	memory_usage	cpu_temp	gpu_memory_usage	gpu_temp	hashrate	unpaid	relative_hour
956	1095	2021-11-10 11:39:23-05:00	0.1	818.64	1263464448	29.0	9437184.0	32.0	479090.03	129278234	3.150833
957	1195	2021-11-10 11:39:23-05:00	0.1	818.64	1263464448	29.0	9437184.0	32.0	479090.03	129278234	3.150833
958	1196	2021-11-10 11:39:33-05:00	0.1	969.61	1262985216	31.0	9437184.0	32.0	479090.03	129278234	3.153611
959	1096	2021-11-10 11:39:33-05:00	0.1	969.61	1262985216	31.0	9437184.0	32.0	479090.03	129278234	3.153611
960	1097	2021-11-10 11:39:43-05:00	0.1	816.44	1262985216	29.0	9437184.0	32.0	479090.03	129278234	3.156389
961	1197	2021-11-10 11:39:43-05:00	0.1	816.44	1262985216	29.0	9437184.0	32.0	479090.03	129278234	3.156389
962	1098	2021-11-10 11:39:53-05:00	0.1	830.32	1262501888	30.0	9437184.0	32.0	479090.03	129278234	3.159167
963	1198	2021-11-10 11:39:53-05:00	0.1	830.32	1262501888	30.0	9437184.0	32.0	479090.03	129278234	3.159167
964	1099	2021-11-10 11:40:04-05:00	0.1	815.89	1262714880	30.0	9437184.0	32.0	479090.03	129278234	3.162222
965	1199	2021-11-10 11:40:04-05:00	0.1	815.89	1262714880	30.0	9437184.0	32.0	479090.03	129278234	3.162222

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows